Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.285432 0.321505 0.362206 0.411906 0.471473 0.541233 0.630103
2024-12-29 0.230179 0.277419 0.336116 0.415987 0.524420 0.670574 0.890095
2025-01-05 0.188935 0.237868 0.302671 0.397722 0.539094 0.751734 1.118755
2025-01-12 0.160260 0.208103 0.274437 0.377335 0.541611 0.811829 1.338340
2025-01-19 0.140540 0.187014 0.253865 0.362449 0.546559 0.874387 1.590274
2025-01-26 0.133831 0.183093 0.257010 0.383759 0.615007 1.070461 2.231925
2025-02-02 0.131664 0.185296 0.269360 0.422075 0.724194 1.393477 3.472705
2025-02-09 0.126628 0.182272 0.272619 0.444792 0.809987 1.710227 5.118803
2025-02-16 0.120850 0.177282 0.271697 0.459263 0.882788 2.037626 7.412449
2025-02-23 0.113705 0.169239 0.264328 0.459523 0.923160 2.300090 10.071060
2025-03-02 0.103764 0.155601 0.245428 0.433015 0.890792 2.315885 11.335816
2025-03-09 0.097934 0.148498 0.237701 0.428877 0.915192 2.546209 15.099230
2025-03-16 0.091786 0.140681 0.228460 0.421466 0.933423 2.789581 20.709406
2025-03-23 0.087537 0.135921 0.224643 0.425973 0.988929 3.250382 33.979480
2025-03-30 0.081188 0.126905 0.211659 0.407181 0.969480 3.360284 43.696040
2025-04-06 0.075235 0.118197 0.198510 0.386150 0.937702 3.391408 53.443495
2025-04-13 0.070410 0.111237 0.188267 0.370793 0.920683 3.498102 70.477812
2025-04-20 0.069598 0.111599 0.192825 0.392788 1.037739 4.556638 231.834098
2025-04-27 0.070205 0.114652 0.203290 0.432370 1.240928 6.735327 5571.360229
2025-05-04 0.069294 0.114704 0.207361 0.455860 1.397856 9.153318 NaN
2025-05-11 0.067761 0.113408 0.208315 0.470831 1.529076 11.967998 NaN
2025-05-18 0.065333 0.110151 0.204522 0.471100 1.592897 14.273677 NaN
2025-05-25 0.061293 0.103418 0.192236 0.443681 1.506620 13.703084 NaN